yohanesnuwara / machine-learningLinks
Practicing machine learning (from scratch) with Python π
β17Updated 3 years ago
Alternatives and similar repositories for machine-learning
Users that are interested in machine-learning are comparing it to the libraries listed below
Sorting:
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physicsβ14Updated 5 years ago
- Python utility for formation evaluation and petrophysical analysis supportβ42Updated 8 months ago
- This is for AI prediction using seismic attributesβ23Updated 5 years ago
- Prediction of Equinor Volve well logs Dataβ19Updated 5 years ago
- Neural network based petrophysical property inversionβ36Updated 4 years ago
- Python implementations in geophysical methods: seismic and gravityβ94Updated 3 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measuredβ¦β35Updated 4 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logsβ18Updated 4 years ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelinβ¦β13Updated 4 months ago
- Seismic Reservoir Modeling Python packageβ106Updated last year
- Examples on how to develop your own Machine Learning tools and workflowsβ22Updated last year
- A python package with useful functions for well log interpretation.β73Updated 3 years ago
- β24Updated 3 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal forβ¦β31Updated last month
- We have developed a simple, 1 layer neural network to estimate Rock Typesβ19Updated 3 years ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python iβ¦β78Updated 2 years ago
- Repository for the 2021 Machine Learning workshopβ13Updated 4 years ago
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used forβ¦β21Updated last year
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.β23Updated 4 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorchβ150Updated 5 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in cβ¦β37Updated 2 years ago
- Exploration of machine learning in geoscience use casesβ77Updated last year
- SPWLA PDDAβs 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesisβ70Updated 4 years ago
- Pore pressure prediction using seismic velocity and well log dataβ94Updated 4 years ago
- β39Updated 5 years ago
- The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.β49Updated 6 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology predictionβ14Updated 4 years ago
- β10Updated 3 years ago
- β31Updated 4 years ago
- Basic Well Log Interpretation with python, pandas, matplotlibβ13Updated 9 years ago